Adherence of randomised controlled trials using artificial intelligence in ophthalmology to CONSORT-AI guidelines: a systematic review and critical appraisal.

Niveditha PattathilJonathan Z L ZhaoOlapeju Sam-OyerindeTina Felfeli

Published in: BMJ health & care informatics (2023)

A small number of RCTs have been published to date on the applications of AI in ophthalmology and vision science. Adherence to the 2020 CONSORT-AI reporting guidelines is suboptimal with notable reporting items often missed. Greater adherence will help facilitate reproducibility of AI research which can be a stimulus for more AI-based RCTs and clinical applications in ophthalmology.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
clinical practice
public health
adverse drug
randomized controlled trial
metabolic syndrome
type diabetes
emergency department
systematic review
adipose tissue